Overview

Dataset info

Number of variables42
Number of observations484
Missing cells4183 (20.6%)
Duplicate rows0 (0.0%)
Total size in memory158.9 KiB
Average record size in memory336.2 B

Variables types

Numeric11
Categorical12
Boolean6
Date0
URL0
Text (Unique)1
Rejected12
Unsupported0

Warnings

Cold_Frac.8-Ppt_G_Frac.AgingDuration(h) has 36 (7.4%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.AgingEndDT has a high cardinality: 449 distinct values Warning
Cold_Frac.8-Ppt_G_Frac.AgingEndDT has 36 (7.4%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.AgingStartDT has a high cardinality: 449 distinct values Warning
Cold_Frac.8-Ppt_G_Frac.AgingStartDT has 36 (7.4%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Buffer2Vol(L) has constant value "nan" Rejected
Cold_Frac.8-Ppt_G_Frac.Buffer2Weight(kg/kg_Filtrate) has constant value "nan" Rejected
Cold_Frac.8-Ppt_G_Frac.Buffer2Weight_src(kg) has constant value "nan" Rejected
Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1@20%FiltrateStepRecovery has 36 (7.4%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1_PasteRecovery has 36 (7.4%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-4@40%FiltrateStepRecovery has 37 (7.6%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Calcs.FRV_PasteRecovery has 38 (7.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Calcs.PPTGAgingDur(hours) is highly correlated with Cold_Frac.8-Ppt_G_Frac.AgingDuration(h) (ρ = 1) Rejected
Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery has 37 (7.6%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg) is highly correlated with Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery (ρ = 0.9689633599) Rejected
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.LAL has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Count has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Mold has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Count has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Mold has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.EndDT has a high cardinality: 450 distinct values Warning
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.EndDT has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.StartDT has a high cardinality: 450 distinct values Warning
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.StartDT has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Eth_Addition.TankNr has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.EthAddTemp(°C) has 475 (98.1%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Mold is highly correlated with Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count (ρ = 1) Rejected
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Count has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Mold has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L) is highly correlated with Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg) (ρ = 0.9721064079) Rejected
Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg) has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.NaOH_5%_Amt(L) is highly correlated with Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg) (ρ = 1) Rejected
Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C) has 475 (98.1%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP) is highly correlated with Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L) (ρ = 1) Rejected
Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg) is highly correlated with Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP) (ρ = 0.9922007782) Rejected
Cold_Frac.8-Ppt_G_Frac.Ppt_G_Yield(g/kg_CPP) is highly correlated with Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg) (ρ = 0.9916833986) Rejected
Cold_Frac.8-Ppt_G_Frac.PPTG_pH_After_NaOH_Add has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.PreEth_pH has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Sampling.Bioburden(cfu/mL) has 48 (9.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Sampling.Purity(%) has 43 (8.9%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.StartDT has a high cardinality: 450 distinct values Warning
Cold_Frac.8-Ppt_G_Frac.StartDT has 35 (7.2%) missing values Missing
Cold_Frac.8-Ppt_G_Frac.Suspension_Temp_End_of_Eth_Addition is highly correlated with Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C) (ρ = 0.9999273734) Rejected
Parameter_Set_Date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
Parameter_Set_Date has a high cardinality: 266 distinct values Warning
Unnamed_1 only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
Unnamed_1 has a high cardinality: 266 distinct values Warning

Variables

Cold_Frac.8-Ppt_G_Frac.AgingDuration(h)
Numeric

Distinct count435
Unique (%)89.9%
Missing (%)7.4%
Missing (n)36
Infinite (%)0.0%
Infinite (n)0
Mean5.327719494
Minimum3.302222222
Maximum20.09527778
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3.302222222
5-th percentile3.423263889
Q13.605486111
Median3.96
Q35.764791667
95-th percentile12.25552778
Maximum20.09527778
Range16.79305556
Interquartile range2.159305556

Descriptive statistics

Standard deviation2.990010104
Coef of variation0.5612176293
Kurtosis5.867869232
Mean5.327719494
MAD2.090507995
Skewness2.392810299
Sum2386.818333
Variance8.940160423
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3.941111111 2 0.4%
 
5.058333333 2 0.4%
 
3.535833333 2 0.4%
 
3.847777778 2 0.4%
 
3.531111111 2 0.4%
 
3.313888889 2 0.4%
 
3.553611111 2 0.4%
 
3.524722222 2 0.4%
 
4.036111111 2 0.4%
 
3.626666667 2 0.4%
 
Other values (424) 428 88.4%
 
(Missing) 36 7.4%
 

Minimum 5 values

ValueCountFrequency (%) 
3.302222222 1 0.2%
 
3.311944444 1 0.2%
 
3.313888889 2 0.4%
 
3.333055556 1 0.2%
 
3.338333333 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
20.09527778 1 0.2%
 
19.41027778 1 0.2%
 
18.32305556 1 0.2%
 
17.17194444 1 0.2%
 
16.19472222 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.AgingEndDT
Categorical

Distinct count449
Unique (%)92.8%
Missing (%)7.4%
Missing (n)36
25-Apr-2019 03:33:44 PM
 
1
21-Aug-2019 06:15:58 AM
 
1
06-Feb-2019 07:54:27 PM
 
1
Other values (445)
445
(Missing)
 
36
ValueCountFrequency (%) 
25-Apr-2019 03:33:44 PM 1 0.2%
 
21-Aug-2019 06:15:58 AM 1 0.2%
 
06-Feb-2019 07:54:27 PM 1 0.2%
 
03-May-2019 04:15:05 PM 1 0.2%
 
15-May-2019 11:39:40 AM 1 0.2%
 
26-Sep-2019 05:44:02 AM 1 0.2%
 
20-Sep-2019 10:04:56 PM 1 0.2%
 
04-Aug-2019 05:14:10 AM 1 0.2%
 
26-Jul-2019 07:24:13 PM 1 0.2%
 
22-Mar-2019 12:00:17 AM 1 0.2%
 
Other values (438) 438 90.5%
 
(Missing) 36 7.4%
 
Max length23
Mean length21.51239669
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.AgingStartDT
Categorical

Distinct count449
Unique (%)92.8%
Missing (%)7.4%
Missing (n)36
26-May-2019 01:28:49 PM
 
1
24-Jan-2019 01:05:19 AM
 
1
16-Aug-2019 02:47:07 AM
 
1
Other values (445)
445
(Missing)
 
36
ValueCountFrequency (%) 
26-May-2019 01:28:49 PM 1 0.2%
 
24-Jan-2019 01:05:19 AM 1 0.2%
 
16-Aug-2019 02:47:07 AM 1 0.2%
 
11-Apr-2019 01:47:06 AM 1 0.2%
 
16-May-2019 08:34:39 PM 1 0.2%
 
24-Jul-2019 12:51:40 PM 1 0.2%
 
06-Apr-2019 03:09:31 AM 1 0.2%
 
06-Aug-2019 10:21:41 AM 1 0.2%
 
12-May-2019 06:33:03 PM 1 0.2%
 
27-Jun-2019 05:17:17 PM 1 0.2%
 
Other values (438) 438 90.5%
 
(Missing) 36 7.4%
 
Max length23
Mean length21.51239669
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.Buffer2Vol(L)
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Cold_Frac.8-Ppt_G_Frac.Buffer2Weight(kg/kg_Filtrate)
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Cold_Frac.8-Ppt_G_Frac.Buffer2Weight_src(kg)
Constant

This variable is constant and should be ignored for analysis

Constant valuenan

Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1@20%FiltrateStepRecovery
Numeric

Distinct count449
Unique (%)92.8%
Missing (%)7.4%
Missing (n)36
Infinite (%)0.0%
Infinite (n)0
Mean130.3918685
Minimum106.9038232
Maximum141.2158859
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum106.9038232
5-th percentile128.0755041
Q1129.5229885
Median130.5190754
Q3131.4464026
95-th percentile133.5924086
Maximum141.2158859
Range34.31206266
Interquartile range1.923414144

Descriptive statistics

Standard deviation3.047464143
Coef of variation0.02337158121
Kurtosis24.48106169
Mean130.3918685
MAD1.576306058
Skewness-3.447989513
Sum58415.55707
Variance9.287037702
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
129.6831189 1 0.2%
 
131.1696473 1 0.2%
 
127.9098419 1 0.2%
 
130.7469596 1 0.2%
 
129.9477807 1 0.2%
 
130.2470548 1 0.2%
 
129.2575053 1 0.2%
 
128.9182366 1 0.2%
 
129.3464947 1 0.2%
 
130.1622394 1 0.2%
 
Other values (438) 438 90.5%
 
(Missing) 36 7.4%
 

Minimum 5 values

ValueCountFrequency (%) 
106.9038232 1 0.2%
 
109.158903 1 0.2%
 
111.2620142 1 0.2%
 
111.342677 1 0.2%
 
111.7016342 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
141.2158859 1 0.2%
 
140.1566585 1 0.2%
 
139.443202 1 0.2%
 
138.8809836 1 0.2%
 
138.6197267 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1_PasteRecovery
Numeric

Distinct count449
Unique (%)92.8%
Missing (%)7.4%
Missing (n)36
Infinite (%)0.0%
Infinite (n)0
Mean52.17876648
Minimum44.54152064
Maximum61.70791786
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum44.54152064
5-th percentile48.62002007
Q150.8964506
Median52.17291906
Q353.60454166
95-th percentile55.3471824
Maximum61.70791786
Range17.16639722
Interquartile range2.708091059

Descriptive statistics

Standard deviation2.126722095
Coef of variation0.04075838197
Kurtosis1.234801252
Mean52.17876648
MAD1.64232183
Skewness0.0111969936
Sum23376.08738
Variance4.522946869
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
54.61707172 1 0.2%
 
48.08418709 1 0.2%
 
49.77883973 1 0.2%
 
52.46173805 1 0.2%
 
57.68504409 1 0.2%
 
53.37819405 1 0.2%
 
51.93898913 1 0.2%
 
50.03956403 1 0.2%
 
52.70811651 1 0.2%
 
51.32376244 1 0.2%
 
Other values (438) 438 90.5%
 
(Missing) 36 7.4%
 

Minimum 5 values

ValueCountFrequency (%) 
44.54152064 1 0.2%
 
46.54643849 1 0.2%
 
46.61746093 1 0.2%
 
46.62192265 1 0.2%
 
46.651607 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
61.70791786 1 0.2%
 
59.53414061 1 0.2%
 
58.382283 1 0.2%
 
57.96763236 1 0.2%
 
57.68504409 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-4@40%FiltrateStepRecovery
Numeric

Distinct count448
Unique (%)92.6%
Missing (%)7.6%
Missing (n)37
Infinite (%)0.0%
Infinite (n)0
Mean194.0476007
Minimum160.4212236
Maximum208.8754435
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum160.4212236
5-th percentile188.745253
Q1192.3719675
Median194.4958881
Q3196.6096224
95-th percentile199.8738647
Maximum208.8754435
Range48.4542199
Interquartile range4.237654906

Descriptive statistics

Standard deviation4.916130846
Coef of variation0.02533466442
Kurtosis14.36587299
Mean194.0476007
MAD3.053470785
Skewness-2.753573969
Sum86739.27753
Variance24.16834249
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
199.992199 1 0.2%
 
196.804606 1 0.2%
 
196.8217806 1 0.2%
 
190.904852 1 0.2%
 
196.8002063 1 0.2%
 
165.600188 1 0.2%
 
198.2279876 1 0.2%
 
195.6306892 1 0.2%
 
192.8024582 1 0.2%
 
179.4429803 1 0.2%
 
Other values (437) 437 90.3%
 
(Missing) 37 7.6%
 

Minimum 5 values

ValueCountFrequency (%) 
160.4212236 1 0.2%
 
165.600188 1 0.2%
 
165.6704351 1 0.2%
 
166.146175 1 0.2%
 
168.0951389 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
208.8754435 1 0.2%
 
204.4769999 1 0.2%
 
204.2680761 1 0.2%
 
203.4122107 1 0.2%
 
202.2232331 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.Calcs.FRV_PasteRecovery
Numeric

Distinct count447
Unique (%)92.4%
Missing (%)7.9%
Missing (n)38
Infinite (%)0.0%
Infinite (n)0
Mean89.8696359
Minimum55.39862503
Maximum100.226672
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum55.39862503
5-th percentile81.50127446
Q186.96604271
Median89.07422317
Q392.92438085
95-th percentile98.93850142
Maximum100.226672
Range44.82804693
Interquartile range5.958338134

Descriptive statistics

Standard deviation5.671822777
Coef of variation0.0631116697
Kurtosis4.207408063
Mean89.8696359
MAD4.177292278
Skewness-0.7624038943
Sum40081.85761
Variance32.16957361
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
94.92127644 1 0.2%
 
92.14843086 1 0.2%
 
97.66093529 1 0.2%
 
91.68909169 1 0.2%
 
89.95018664 1 0.2%
 
83.37906703 1 0.2%
 
98.61720872 1 0.2%
 
96.43704114 1 0.2%
 
92.49547265 1 0.2%
 
90.42657242 1 0.2%
 
Other values (436) 436 90.1%
 
(Missing) 38 7.9%
 

Minimum 5 values

ValueCountFrequency (%) 
55.39862503 1 0.2%
 
58.99031318 1 0.2%
 
72.86878395 1 0.2%
 
75.27884792 1 0.2%
 
75.66569307 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
100.226672 1 0.2%
 
99.9812445 1 0.2%
 
99.97998399 1 0.2%
 
99.76686525 1 0.2%
 
99.7554033 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.Calcs.PPTGAgingDur(hours)
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.AgingDuration(h) and should be ignored for analysis

Correlation1

Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery
Numeric

Distinct count448
Unique (%)92.6%
Missing (%)7.6%
Missing (n)37
Infinite (%)0.0%
Infinite (n)0
Mean16.95855963
Minimum13.81157716
Maximum23.10822039
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum13.81157716
5-th percentile14.71142845
Q115.15903312
Median15.64871718
Q319.65393026
95-th percentile21.68763931
Maximum23.10822039
Range9.296643236
Interquartile range4.494897146

Descriptive statistics

Standard deviation2.623074306
Coef of variation0.1546755364
Kurtosis-0.6816578497
Mean16.95855963
MAD2.232195301
Skewness1.029169108
Sum7580.476153
Variance6.880518815
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
15.42929751 1 0.2%
 
22.37978856 1 0.2%
 
20.92576666 1 0.2%
 
16.27608388 1 0.2%
 
14.44865936 1 0.2%
 
21.74006383 1 0.2%
 
15.10992636 1 0.2%
 
21.50078314 1 0.2%
 
15.48077814 1 0.2%
 
20.85415874 1 0.2%
 
Other values (437) 437 90.3%
 
(Missing) 37 7.6%
 

Minimum 5 values

ValueCountFrequency (%) 
13.81157716 1 0.2%
 
13.98766566 1 0.2%
 
14.09578308 1 0.2%
 
14.15155524 1 0.2%
 
14.29376236 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
23.10822039 1 0.2%
 
22.96224206 1 0.2%
 
22.76946991 1 0.2%
 
22.69001812 1 0.2%
 
22.525471 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg)
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecovery and should be ignored for analysis

Correlation0.9689633599

Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.LAL
Categorical

Distinct count5
Unique (%)1.0%
Missing (%)7.2%
Missing (n)35
0
446
0.1
 
1
0.005
 
1
(Missing)
 
35
ValueCountFrequency (%) 
0 446 92.1%
 
0.1 1 0.2%
 
0.005 1 0.2%
 
0.5 1 0.2%
 
(Missing) 35 7.2%
 
Max length5
Mean length3.004132231
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Count
Boolean

Distinct count2
Unique (%)0.4%
Missing (%)9.9%
Missing (n)48
0
436
(Missing)
 
48
ValueCountFrequency (%) 
0 436 90.1%
 
(Missing) 48 9.9%
 

Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_Mold
Boolean

Distinct count2
Unique (%)0.4%
Missing (%)9.9%
Missing (n)48
0
436
(Missing)
 
48
ValueCountFrequency (%) 
0 436 90.1%
 
(Missing) 48 9.9%
 

Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Count
Boolean

Distinct count2
Unique (%)0.4%
Missing (%)9.9%
Missing (n)48
0
436
(Missing)
 
48
ValueCountFrequency (%) 
0 436 90.1%
 
(Missing) 48 9.9%
 

Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_Mold
Boolean

Distinct count2
Unique (%)0.4%
Missing (%)9.9%
Missing (n)48
0
436
(Missing)
 
48
ValueCountFrequency (%) 
0 436 90.1%
 
(Missing) 48 9.9%
 

Cold_Frac.8-Ppt_G_Frac.Eth_Addition.EndDT
Categorical

Distinct count450
Unique (%)93.0%
Missing (%)7.2%
Missing (n)35
03-Oct-2019 08:02:54 PM
 
1
30-Jan-2019 11:54:44 AM
 
1
21-May-2019 01:16:12 PM
 
1
Other values (446)
446
(Missing)
 
35
ValueCountFrequency (%) 
03-Oct-2019 08:02:54 PM 1 0.2%
 
30-Jan-2019 11:54:44 AM 1 0.2%
 
21-May-2019 01:16:12 PM 1 0.2%
 
10-Jan-2019 11:09:07 PM 1 0.2%
 
13-May-2019 09:32:39 AM 1 0.2%
 
23-Apr-2019 04:46:07 PM 1 0.2%
 
11-Sep-2019 10:26:15 AM 1 0.2%
 
28-Jan-2019 08:10:28 AM 1 0.2%
 
11-Aug-2019 09:09:22 PM 1 0.2%
 
26-Jun-2019 07:27:55 AM 1 0.2%
 
Other values (439) 439 90.7%
 
(Missing) 35 7.2%
 
Max length23
Mean length21.55371901
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.Eth_Addition.StartDT
Categorical

Distinct count450
Unique (%)93.0%
Missing (%)7.2%
Missing (n)35
20-Feb-2019 12:47:35 PM
 
1
22-Jun-2019 10:54:06 AM
 
1
26-Jul-2019 06:18:08 PM
 
1
Other values (446)
446
(Missing)
 
35
ValueCountFrequency (%) 
20-Feb-2019 12:47:35 PM 1 0.2%
 
22-Jun-2019 10:54:06 AM 1 0.2%
 
26-Jul-2019 06:18:08 PM 1 0.2%
 
16-May-2019 07:18:25 AM 1 0.2%
 
18-Apr-2019 02:15:46 AM 1 0.2%
 
23-Jul-2019 11:47:23 PM 1 0.2%
 
13-Jul-2019 03:49:58 AM 1 0.2%
 
29-Jul-2019 04:55:54 AM 1 0.2%
 
05-Apr-2019 02:23:00 PM 1 0.2%
 
20-Jul-2019 03:39:09 PM 1 0.2%
 
Other values (439) 439 90.7%
 
(Missing) 35 7.2%
 
Max length23
Mean length21.55371901
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.Eth_Addition.TankNr
Categorical

Distinct count4
Unique (%)0.8%
Missing (%)7.2%
Missing (n)35
V-016
151
V-017
150
V-018
148
(Missing)
35
ValueCountFrequency (%) 
V-016 151 31.2%
 
V-017 150 31.0%
 
V-018 148 30.6%
 
(Missing) 35 7.2%
 
Max length5
Mean length4.855371901
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.EthAddTemp(°C)
Numeric

Distinct count10
Unique (%)2.1%
Missing (%)98.1%
Missing (n)475
Infinite (%)0.0%
Infinite (n)0
Mean3.32354437
Minimum2.994207144
Maximum3.513660669
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.994207144
5-th percentile3.051989603
Q13.242242813
Median3.297942162
Q33.49516964
95-th percentile3.509101534
Maximum3.513660669
Range0.5194535255
Interquartile range0.2529268265

Descriptive statistics

Standard deviation0.1816299847
Coef of variation0.05464948396
Kurtosis-0.536867758
Mean3.32354437
MAD0.1471271633
Skewness-0.6230601498
Sum29.91189933
Variance0.03298945135
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.138663292 1 0.2%
 
3.445156574 1 0.2%
 
3.282594204 1 0.2%
 
3.297942162 1 0.2%
 
3.49516964 1 0.2%
 
3.513660669 1 0.2%
 
3.502262831 1 0.2%
 
2.994207144 1 0.2%
 
3.242242813 1 0.2%
 
(Missing) 475 98.1%
 

Minimum 5 values

ValueCountFrequency (%) 
2.994207144 1 0.2%
 
3.138663292 1 0.2%
 
3.242242813 1 0.2%
 
3.282594204 1 0.2%
 
3.297942162 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
3.513660669 1 0.2%
 
3.502262831 1 0.2%
 
3.49516964 1 0.2%
 
3.445156574 1 0.2%
 
3.297942162 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count
Categorical

Distinct count4
Unique (%)0.8%
Missing (%)9.9%
Missing (n)48
0
432
0.5
 
3
1
 
1
(Missing)
 
48
ValueCountFrequency (%) 
0 432 89.3%
 
0.5 3 0.6%
 
1 1 0.2%
 
(Missing) 48 9.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Mold
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_Count and should be ignored for analysis

Correlation1

Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Count
Categorical

Distinct count5
Unique (%)1.0%
Missing (%)9.9%
Missing (n)48
0
427
0.5
 
7
1
 
1
(Missing)
 
48
ValueCountFrequency (%) 
0 427 88.2%
 
0.5 7 1.4%
 
1 1 0.2%
 
2 1 0.2%
 
(Missing) 48 9.9%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_Mold
Boolean

Distinct count3
Unique (%)0.6%
Missing (%)9.9%
Missing (n)48
0
435
0.5
 
1
(Missing)
 
48
ValueCountFrequency (%) 
0 435 89.9%
 
0.5 1 0.2%
 
(Missing) 48 9.9%
 

Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L)
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg) and should be ignored for analysis

Correlation0.9721064079

Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg)
Numeric

Distinct count446
Unique (%)92.1%
Missing (%)7.2%
Missing (n)35
Infinite (%)0.0%
Infinite (n)0
Mean39.1166631
Minimum27.15476
Maximum53.3782
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum27.15476
5-th percentile35.328674
Q137.57121
Median39.1279
Q340.41128
95-th percentile43.051002
Maximum53.3782
Range26.22344
Interquartile range2.84007

Descriptive statistics

Standard deviation2.763046236
Coef of variation0.07063604146
Kurtosis4.524157214
Mean39.1166631
MAD1.963919779
Skewness0.6243622941
Sum17563.38173
Variance7.634424504
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
38.39707 2 0.4%
 
40.14847 2 0.4%
 
38.59128 2 0.4%
 
40.13568 2 0.4%
 
37.51448 1 0.2%
 
40.76448 1 0.2%
 
39.0546 1 0.2%
 
38.83908 1 0.2%
 
40.08513 1 0.2%
 
37.28306 1 0.2%
 
Other values (435) 435 89.9%
 
(Missing) 35 7.2%
 

Minimum 5 values

ValueCountFrequency (%) 
27.15476 1 0.2%
 
29.55077 1 0.2%
 
30.40128 1 0.2%
 
30.62625 1 0.2%
 
31.35496 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
53.3782 1 0.2%
 
50.54088 1 0.2%
 
49.6912 1 0.2%
 
49.686 1 0.2%
 
49.16986 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.NaOH_5%_Amt(L)
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg) and should be ignored for analysis

Correlation1

Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C)
Numeric

Distinct count10
Unique (%)2.1%
Missing (%)98.1%
Missing (n)475
Infinite (%)0.0%
Infinite (n)0
Mean-8.882778274
Minimum-8.990115166
Maximum-8.813867569
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-8.990115166
5-th percentile-8.98509655
Q1-8.95434761
Median-8.85074234
Q3-8.839524269
95-th percentile-8.816114807
Maximum-8.813867569
Range0.1762475967
Interquartile range0.1148233414

Descriptive statistics

Standard deviation0.07032778478
Coef of variation-0.007917318503
Kurtosis-1.440982346
Mean-8.882778274
MAD0.06082146256
Skewness-0.7754235632
Sum-79.94500446
Variance0.004945997313
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-8.85074234 1 0.2%
 
-8.819485664 1 0.2%
 
-8.842744827 1 0.2%
 
-8.990115166 1 0.2%
 
-8.856608391 1 0.2%
 
-8.839524269 1 0.2%
 
-8.813867569 1 0.2%
 
-8.95434761 1 0.2%
 
-8.977568626 1 0.2%
 
(Missing) 475 98.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-8.990115166 1 0.2%
 
-8.977568626 1 0.2%
 
-8.95434761 1 0.2%
 
-8.856608391 1 0.2%
 
-8.85074234 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
-8.813867569 1 0.2%
 
-8.819485664 1 0.2%
 
-8.839524269 1 0.2%
 
-8.842744827 1 0.2%
 
-8.85074234 1 0.2%
 

Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP)
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L) and should be ignored for analysis

Correlation1

Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg)
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP) and should be ignored for analysis

Correlation0.9922007782

Cold_Frac.8-Ppt_G_Frac.Ppt_G_Yield(g/kg_CPP)
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg) and should be ignored for analysis

Correlation0.9916833986

Cold_Frac.8-Ppt_G_Frac.PPTG_pH_After_NaOH_Add
Categorical

Distinct count5
Unique (%)1.0%
Missing (%)7.2%
Missing (n)35
7
290
6.9
125
7.1
 
21
(Missing)
 
35
ValueCountFrequency (%) 
7 290 59.9%
 
6.9 125 25.8%
 
7.1 21 4.3%
 
6.8 13 2.7%
 
(Missing) 35 7.2%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.PreEth_pH
Numeric

Distinct count34
Unique (%)7.0%
Missing (%)7.2%
Missing (n)35
Infinite (%)0.0%
Infinite (n)0
Mean6.966458797
Minimum6.49
Maximum7.11
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum6.49
5-th percentile6.88
Q16.94
Median6.97
Q37
95-th percentile7.04
Maximum7.11
Range0.62
Interquartile range0.06

Descriptive statistics

Standard deviation0.05690039637
Coef of variation0.008167764717
Kurtosis10.83161012
Mean6.966458797
MAD0.04139423912
Skewness-1.542047875
Sum3127.94
Variance0.003237655107
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%) 
7 63 13.0%
 
6.98 41 8.5%
 
6.99 35 7.2%
 
6.96 35 7.2%
 
6.97 32 6.6%
 
6.94 29 6.0%
 
7.01 27 5.6%
 
7.02 25 5.2%
 
6.93 24 5.0%
 
6.95 21 4.3%
 
Other values (23) 117 24.2%
 
(Missing) 35 7.2%
 

Minimum 5 values

ValueCountFrequency (%) 
6.49 1 0.2%
 
6.8 2 0.4%
 
6.81 1 0.2%
 
6.82 2 0.4%
 
6.83 4 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
7.11 1 0.2%
 
7.1 7 1.4%
 
7.09 1 0.2%
 
7.08 5 1.0%
 
7.07 3 0.6%
 

Cold_Frac.8-Ppt_G_Frac.Sampling.Bioburden(cfu/mL)
Boolean

Distinct count2
Unique (%)0.4%
Missing (%)9.9%
Missing (n)48
0
436
(Missing)
 
48
ValueCountFrequency (%) 
0 436 90.1%
 
(Missing) 48 9.9%
 

Cold_Frac.8-Ppt_G_Frac.Sampling.Purity(%)
Numeric

Distinct count68
Unique (%)14.0%
Missing (%)8.9%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean90.55011338
Minimum86.5
Maximum93.9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum86.5
5-th percentile88.2
Q189.9
Median90.6
Q391.4
95-th percentile92.7
Maximum93.9
Range7.4
Interquartile range1.5

Descriptive statistics

Standard deviation1.33331652
Coef of variation0.01472462562
Kurtosis0.4440714793
Mean90.55011338
MAD1.02255336
Skewness-0.3849964915
Sum39932.6
Variance1.777732942
Memory size3.9 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
90.7 21 4.3%
 
90.1 20 4.1%
 
90.8 20 4.1%
 
90.6 19 3.9%
 
91 18 3.7%
 
91.4 17 3.5%
 
90.3 16 3.3%
 
91.2 13 2.7%
 
90.2 12 2.5%
 
90 12 2.5%
 
Other values (57) 273 56.4%
 
(Missing) 43 8.9%
 

Minimum 5 values

ValueCountFrequency (%) 
86.5 3 0.6%
 
86.6 1 0.2%
 
86.7 1 0.2%
 
86.8 1 0.2%
 
87 1 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
93.9 1 0.2%
 
93.5 2 0.4%
 
93.4 1 0.2%
 
93.3 2 0.4%
 
93.2 6 1.2%
 

Cold_Frac.8-Ppt_G_Frac.StartDT
Categorical

Distinct count450
Unique (%)93.0%
Missing (%)7.2%
Missing (n)35
14-May-2019 02:30:05 PM
 
1
23-Jul-2019 06:25:00 AM
 
1
19-Jun-2019 09:15:24 AM
 
1
Other values (446)
446
(Missing)
 
35
ValueCountFrequency (%) 
14-May-2019 02:30:05 PM 1 0.2%
 
23-Jul-2019 06:25:00 AM 1 0.2%
 
19-Jun-2019 09:15:24 AM 1 0.2%
 
01-Feb-2019 11:30:28 AM 1 0.2%
 
18-Jun-2019 04:38:03 AM 1 0.2%
 
19-Aug-2019 04:44:31 PM 1 0.2%
 
09-May-2019 02:24:40 AM 1 0.2%
 
20-Jun-2019 12:46:00 PM 1 0.2%
 
05-Sep-2019 03:52:44 PM 1 0.2%
 
13-Jan-2019 09:54:19 AM 1 0.2%
 
Other values (439) 439 90.7%
 
(Missing) 35 7.2%
 
Max length23
Mean length21.55371901
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Cold_Frac.8-Ppt_G_Frac.Suspension_Temp_End_of_Eth_Addition
Highly correlated

This variable is highly correlated with Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C) and should be ignored for analysis

Correlation0.9999273734

df_index
Categorical, Unique

First 5 values
LB1899343
LB1899344
LB1899353
LB1899354
LB1899476
Last 5 values
LR1999456
LR1999458
LR1999470
LR1999472
LR1999474

First 5 values

ValueCountFrequency (%) 
LB1899343 1 0.2%
 
LB1899344 1 0.2%
 
LB1899353 1 0.2%
 
LB1899354 1 0.2%
 
LB1899476 1 0.2%
 

Last 5 values

ValueCountFrequency (%) 
LR1999474 1 0.2%
 
LR1999472 1 0.2%
 
LR1999470 1 0.2%
 
LR1999458 1 0.2%
 
LR1999456 1 0.2%
 

Parameter_Set_Date
Categorical

Distinct count266
Unique (%)55.0%
Missing (%)0.0%
Missing (n)0
01-Oct-2019 05:00:00 PM
 
11
17-Jan-2019 04:00:00 PM
 
10
11-Jan-2019 04:00:00 PM
 
9
Other values (263)
454
ValueCountFrequency (%) 
01-Oct-2019 05:00:00 PM 11 2.3%
 
17-Jan-2019 04:00:00 PM 10 2.1%
 
11-Jan-2019 04:00:00 PM 9 1.9%
 
07-Oct-2019 05:00:00 PM 8 1.7%
 
06-Sep-2019 05:00:00 PM 7 1.4%
 
02-Oct-2019 05:00:00 PM 6 1.2%
 
30-Sep-2019 05:00:00 PM 5 1.0%
 
08-Oct-2019 05:00:00 PM 5 1.0%
 
03-Oct-2019 05:00:00 PM 5 1.0%
 
12-Mar-2019 05:00:00 PM 4 0.8%
 
Other values (256) 414 85.5%
 
Max length23
Mean length23
Min length23
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Unnamed_1
Categorical

Distinct count266
Unique (%)55.0%
Missing (%)0.0%
Missing (n)0
01-Oct-2019 05:00:00 PM
 
11
17-Jan-2019 04:00:00 PM
 
10
11-Jan-2019 04:00:00 PM
 
9
Other values (263)
454
ValueCountFrequency (%) 
01-Oct-2019 05:00:00 PM 11 2.3%
 
17-Jan-2019 04:00:00 PM 10 2.1%
 
11-Jan-2019 04:00:00 PM 9 1.9%
 
07-Oct-2019 05:00:00 PM 8 1.7%
 
06-Sep-2019 05:00:00 PM 7 1.4%
 
02-Oct-2019 05:00:00 PM 6 1.2%
 
30-Sep-2019 05:00:00 PM 5 1.0%
 
08-Oct-2019 05:00:00 PM 5 1.0%
 
03-Oct-2019 05:00:00 PM 5 1.0%
 
12-Mar-2019 05:00:00 PM 4 0.8%
 
Other values (256) 414 85.5%
 
Max length23
Mean length23
Min length23
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

Correlations

Missing values

Sample

First rows

Cold_Frac.8-Ppt_G_Frac.AgingDuration(h)Cold_Frac.8-Ppt_G_Frac.AgingEndDTCold_Frac.8-Ppt_G_Frac.AgingStartDTCold_Frac.8-Ppt_G_Frac.Buffer2Vol(L)Cold_Frac.8-Ppt_G_Frac.Buffer2Weight(kg/kg_Filtrate)Cold_Frac.8-Ppt_G_Frac.Buffer2Weight_src(kg)Cold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1@20%FiltrateStepRecoveryCold_Frac.8-Ppt_G_Frac.Calcs.FRIV-1_PasteRecoveryCold_Frac.8-Ppt_G_Frac.Calcs.FRIV-4@40%FiltrateStepRecoveryCold_Frac.8-Ppt_G_Frac.Calcs.FRV_PasteRecoveryCold_Frac.8-Ppt_G_Frac.Calcs.PPTGAgingDur(hours)Cold_Frac.8-Ppt_G_Frac.Calcs.PrecipitateGPasteRecoveryCold_Frac.8-Ppt_G_Frac.ConvFactor(g/kg)Cold_Frac.8-Ppt_G_Frac.CUNOBioburden.LALCold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_CountCold_Frac.8-Ppt_G_Frac.CUNOBioburden.SDA_MoldCold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_CountCold_Frac.8-Ppt_G_Frac.CUNOBioburden.TSA_MoldCold_Frac.8-Ppt_G_Frac.Eth_Addition.EndDTCold_Frac.8-Ppt_G_Frac.Eth_Addition.StartDTCold_Frac.8-Ppt_G_Frac.Eth_Addition.TankNrCold_Frac.8-Ppt_G_Frac.EthAddTemp(°C)Cold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_CountCold_Frac.8-Ppt_G_Frac.ExtractBioburden.SDA_MoldCold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_CountCold_Frac.8-Ppt_G_Frac.ExtractBioburden.TSA_MoldCold_Frac.8-Ppt_G_Frac.IGG_business_yield(g/L)Cold_Frac.8-Ppt_G_Frac.NaOH_1M_Amt(kg)Cold_Frac.8-Ppt_G_Frac.NaOH_5%_Amt(L)Cold_Frac.8-Ppt_G_Frac.PostEthTemp(°C)Cold_Frac.8-Ppt_G_Frac.Ppt_G_business_yield(g/kg_CPP)Cold_Frac.8-Ppt_G_Frac.Ppt_G_Weight(kg)Cold_Frac.8-Ppt_G_Frac.Ppt_G_Yield(g/kg_CPP)Cold_Frac.8-Ppt_G_Frac.PPTG_pH_After_NaOH_AddCold_Frac.8-Ppt_G_Frac.PreEth_pHCold_Frac.8-Ppt_G_Frac.Sampling.Bioburden(cfu/mL)Cold_Frac.8-Ppt_G_Frac.Sampling.Purity(%)Cold_Frac.8-Ppt_G_Frac.StartDTCold_Frac.8-Ppt_G_Frac.Suspension_Temp_End_of_Eth_Additiondf_indexParameter_Set_DateUnnamed_1
03.47611106-Jan-2019 07:14:50 PM06-Jan-2019 03:46:20 PMNaNNaNNaN131.87788952.450840192.42420387.7706113.47611115.420573278.90.0000.00.00.00.006-Jan-2019 03:46:16 PM06-Jan-2019 02:59:33 AMV-017NaN0.00.00.00.04.34143236.3042426.445396NaN4.341432118.14.4083187.06.970.088.805-Jan-2019 10:42:41 PMNaNLB199900301-Jan-2019 04:00:00 PM01-Jan-2019 04:00:00 PM
13.88638907-Jan-2019 10:01:48 AM07-Jan-2019 06:08:41 AMNaNNaNNaN130.62095451.068339193.31786796.9381913.88638921.266541283.50.0000.00.00.00.007-Jan-2019 06:08:37 AM06-Jan-2019 04:56:07 PMV-018NaN0.00.00.00.06.10784839.6542428.885664NaN6.107848148.56.1797917.06.990.090.706-Jan-2019 12:43:07 PMNaNLR199900401-Jan-2019 04:00:00 PM01-Jan-2019 04:00:00 PM
24.87583308-Jan-2019 12:51:42 AM07-Jan-2019 07:59:13 PMNaNNaNNaN131.33785354.589954193.78059387.6632734.87583315.509253278.90.0000.00.00.00.007-Jan-2019 07:59:09 PM07-Jan-2019 07:12:28 AMV-016NaN0.00.00.00.04.34927136.3747926.496788NaN4.349271118.54.4336697.06.980.089.007-Jan-2019 02:21:45 AMNaNLB199900502-Jan-2019 04:00:00 PM02-Jan-2019 04:00:00 PM
33.53305608-Jan-2019 06:02:18 PM08-Jan-2019 02:30:23 PMNaNNaNNaN130.26894150.006387192.45435499.2187693.53305620.884431283.50.0000.00.00.00.008-Jan-2019 02:30:19 PM08-Jan-2019 01:17:33 AMV-017NaN0.00.00.00.06.00468339.9192429.078700NaN6.004683147.36.0687557.07.000.091.207-Jan-2019 08:52:31 PMNaNLR199900602-Jan-2019 04:00:00 PM02-Jan-2019 04:00:00 PM
44.03527810-Jan-2019 01:16:29 AM09-Jan-2019 09:14:26 PMNaNNaNNaN132.89726050.954699199.02384699.7480894.03527821.784559283.50.0000.00.00.00.009-Jan-2019 09:14:22 PM09-Jan-2019 07:55:11 AMV-016NaN0.50.50.00.06.17985239.4666328.749002NaN6.179852152.26.3303217.06.980.090.109-Jan-2019 04:06:58 AMNaNLR199900804-Jan-2019 04:00:00 PM04-Jan-2019 04:00:00 PM
54.72055611-Jan-2019 09:27:03 PM11-Jan-2019 04:43:53 PMNaNNaNNaN131.24104752.990577193.44451984.7034264.72055615.376730278.90.0000.00.00.00.011-Jan-2019 04:43:49 PM11-Jan-2019 04:03:39 AMV-016NaN0.00.00.00.04.32578437.6362127.415654NaN4.325784117.04.3957847.07.010.089.410-Jan-2019 11:53:52 PMNaNLB199901105-Jan-2019 04:00:00 PM05-Jan-2019 04:00:00 PM
63.75083311-Jan-2019 02:54:10 AM10-Jan-2019 11:09:11 PMNaNNaNNaN131.00169152.302157198.15418398.4034083.75083321.659758283.50.0000.00.00.00.010-Jan-2019 11:09:07 PM10-Jan-2019 10:00:36 AMV-018NaN0.00.00.00.06.16842040.0732829.190909NaN6.168420149.56.2940557.07.000.089.810-Jan-2019 05:52:47 AMNaNLR199901005-Jan-2019 04:00:00 PM05-Jan-2019 04:00:00 PM
73.72250012-Jan-2019 10:27:21 AM12-Jan-2019 06:44:04 AMNaNNaNNaN130.73793351.186958195.95656097.9925983.72250021.648861283.50.0050.00.00.00.012-Jan-2019 06:44:00 AM11-Jan-2019 05:32:03 PMV-017NaN0.00.00.00.06.14942139.8408429.021591NaN6.149421151.26.2908897.07.000.090.311-Jan-2019 12:41:29 PMNaNLR199901206-Jan-2019 04:00:00 PM06-Jan-2019 04:00:00 PM
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93.52472214-Jan-2019 06:02:34 AM14-Jan-2019 02:31:09 AMNaNNaNNaN134.49967053.662690199.62732489.5197923.52472215.838714278.90.0000.00.00.00.014-Jan-2019 02:31:05 AM13-Jan-2019 01:39:18 PMV-017NaN0.00.00.50.54.46231239.3145028.638185NaN4.462312122.44.5278537.06.980.089.013-Jan-2019 09:54:19 AMNaNLB199901708-Jan-2019 04:00:00 PM08-Jan-2019 04:00:00 PM

Last rows

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474NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLR199947207-Oct-2019 05:00:00 PM07-Oct-2019 05:00:00 PM
475NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLB199947508-Oct-2019 05:00:00 PM08-Oct-2019 05:00:00 PM
476NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLB199947608-Oct-2019 05:00:00 PM08-Oct-2019 05:00:00 PM
477NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLB199947708-Oct-2019 05:00:00 PM08-Oct-2019 05:00:00 PM
478NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLB199947808-Oct-2019 05:00:00 PM08-Oct-2019 05:00:00 PM
479NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLR199947408-Oct-2019 05:00:00 PM08-Oct-2019 05:00:00 PM
480NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLB199945713-Oct-2019 05:00:00 PM13-Oct-2019 05:00:00 PM
481NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLB199945913-Oct-2019 05:00:00 PM13-Oct-2019 05:00:00 PM
482NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLR199942713-Oct-2019 05:00:00 PM13-Oct-2019 05:00:00 PM
483NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNLR199945813-Oct-2019 05:00:00 PM13-Oct-2019 05:00:00 PM